Agent at the Edge: Opportunity and Challenges of Video Streaming Analytics at the CDN Edge by Reza Shokri Kalan, Seren Gul

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Dynamic resource provisioning in containerized edge systems with reconfigurable edge servers by Babatunde S. Awoyemi, Mduduzi C. Hlophe, Bodhaswar T. Maharaj

“…Abstract Recent technological advancements have seen powerful computational resource-enriched virtual machines (VMs) being used for processing data in edge servers. However, the high energy demands and excessive overhead associated with launching VMs are major obstacles to achieving energy-efficient operations in multi-access edge computing environments. …”
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Rationale for granulometric medium characteristics under vibration processing of parts with small grooves and holes by M. A. Tamarkin, E. N. Kolganova, M. A. Yagmurov

“…The study results enable to confirm that vibration processing in the organic environment contributes to the effective removal of burrs and edge smoothing of small-sized parts of electronic equipment with small grooves and holes.…”
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AI-Based Architecture and Distributed Processing for the Detection and Mitigation of Spoofing Attacks in IoT Networks by William Villegas, Iván Ortiz-Garcés, Jaime Govea

“…The proposed approach integrates Convolutional Neural Networks with a distributed processing architecture based on Edge nodes, enabling real-time anomaly detection while reducing computational overhead on central servers. …”
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A Unique Edge Detection Strategy Employing Neutrosophic r-cut with Enhanced User Interference by Himangshu Nath, Prasenjit Bal, Mithun Datta

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Stochastic Parameter Identification Method for Driving Trajectory Simulation Processes Based on Mobile Edge Computing and Self-Organizing Feature Mapping by Jingfeng Yang, Zhiyong Luo, Nanfeng Zhang, Jinchao Xiao, Honggang Wang, Shengpei Zhou, Xiaosong Liu, Ming Li

“…In addition, a motion model and an identification system for the single-vehicle lane-change process were established by mobile edge computing and self-organizing feature mapping. …”
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Smart Power Systems Transformation: Advanced Fault Detection With Edge Computing and Signal Processing in LV Networks With EV Charging Stations by Partha Chakraborty, Pampa Sinha, Subhra Debdas, Kaushik Paul, Chidurala Saiprakash, Vasupalli Manoj, Taha Selim Ustun, Ahmet Onen

“…This research presents a novel framework for improving fault detection and grid resilience in modern power systems by leveraging edge computing, optimized infrastructure placement, and advanced signal processing. …”
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Strength on cut edge and ground edge glass beams with the failure analysis method by Stefano Agnetti

“…The results obtained constitute a validation of the theoretical models and show the influence of the edge processing on the failure strength of the glass. …”
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Determining dry oak lumber consumption for the production of solid edge-glued panels by Volodymyr Mayevskyy, Rostislav Moroz, Serhiy Kopynets, Oleh Ferents, Roman Shchupakivskyy, Yevstakhii Myskiv

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Battery Powered Edge Computing Acceleration for Smart Agriculture Applications: A Use Case for Resonant Ultrasound Spectroscopy by Zilvinas Nakutis, Paulius Tervydis, Linas Svilainis, Alberto Rodriguez-Martinez

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LightSTATE: A Generalized Framework for Real-Time Human Activity Detection Using Edge-Based Video Processing and Vision Language Models by Anik Debnath, Yong-Woon Kim, Yung-Cheol Byun

“…The system processes video streams through efficient frame extraction, edge detection and Root Mean Square Error (RMSE)-based frame filtering to identify significant motion events. …”
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Edge Convolutional Networks for Style Change Detection in Arabic Multi-Authored Text by Abeer Saad Alsheddi, Mohamed El Bachir Menai

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A Self-Supervised Adversarial Deblurring Face Recognition Network for Edge Devices by Hanwen Zhang, Myun Kim, Baitong Li, Yanping Lu

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Resource-Efficient Design and Implementation of Real-Time Parking Monitoring System with Edge Device by Jungyoon Kim, Incheol Jeong, Jungil Jung, Jinsoo Cho

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Clinical efficacy analysis of extrapedicular unilateral percutaneous vertebroplasty via the upper edge of the transverse process for lumbar osteoporotic vertebral compression fractures by Junru Zheng, Haopeng Luan, Ying He, Lei Hong, Pengyuan Han, Xiaonan Wang, Xing Wang, Qiaojuan Wang, Qisong Shang

“…Abstract Objective To investigate the clinical effect of vertebroplasty through unilateral upper edge of transverse process in the treatment of lumbar osteoporotic vertebral compression fracture (OVCF), and to explore the surgical indications and operation points of this technique. …”
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Quality Evaluation of Effective Abrasive Grains Micro-Edge Honing Based on Trapezoidal Fuzzy Analytic Hierarchy Process and Set Pair Analysis by Jie Su, Yuan Liang, Yue Yu, Fuwei Wang, Jiancong Zhou, Lin Liu, Yang Gao

“…Firstly, this paper establishes an effective abrasive grains micro-edge honing quality evaluation model, proposes a method based on the Trapezoidal Fuzzy Analytic Hierarchy Process (Tra-FAHP) and Set Pair Analysis (SPA) to comprehensively evaluate the quality of the honing process, and obtains the influence weights of each factor on the quality of honing. …”
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THE NUMERICAL SIMULATIONSTUDY SPANNING THE CONTINUUM/ATOMS SCALEON THE TYPE Ⅰ EDGE CRACK PROPAGATION PROCESS IN SINGLE CRYSTAL SILVERBASED ON THEDISPLACEMENT CONNECTION by SONG Kun, WANG LuSheng, LIU Bo, DING Jun, HUANG Xia, HE XiaoJin

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Machining Process Optimization Using a Model Based on Criterial Functional Dependence by Peter Pavol Monka, Katarina Monkova, Ondrej Bilek, Martin Reznicek

Subjects: “…turning process…”
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Edge AI Deploying Artificial Intelligence Models on Edge Devices for Real-Time Analytics by Choudhary Sagar, S Vijitha, Bhavani Dokku Durga, N Bhuvaneswari, Tiwari Mohit, S Subburam

“…Our paradigm achieves low latency, better security and energy efficiency using light-weight AI models, federated learning, Explainable AI (XAI) and smart edge-cloud orchestration. This framework could enable generic AI beyond specific applications that depend on multi-modal data processing, which contributes to the generalization of applications across various industries such as healthcare, autonomous systems, smart cities, and cybersecurity. …”
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Dynamic Edge Loading Balancing with Edge Node Activity Prediction and Accelerating the Model Convergence by Wen Chen, Sibin Liu, Yuxiao Yang, Wenjing Hu, Jinming Yu

“…In mobile edge computing networks, achieving effective load balancing across edge server nodes is essential for minimizing task processing latency. …”
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